Description

This analysis provides a forecast of ATOM prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-07-20 3.591863 3.982214 4.406268 4.902644 5.469614 6.099198 6.854226
2025-07-27 3.088811 3.621666 4.242162 5.023864 5.990479 7.157185 8.688174
2025-08-03 2.748479 3.356190 4.100870 5.092326 6.395672 8.076215 10.449724
2025-08-10 2.489635 3.138866 3.967307 5.120739 6.715574 8.889774 12.162178
2025-08-17 2.222045 2.872255 3.728787 4.964666 6.744939 9.286163 13.321815
2025-08-24 2.033651 2.687281 3.573028 4.892775 6.866233 9.805842 14.716804
2025-08-31 1.890100 2.547714 3.462029 4.865086 7.037227 10.405396 16.312747
2025-09-07 1.816798 2.498238 3.470542 5.008129 7.475439 11.465758 18.837066
2025-09-14 1.708128 2.387652 3.378205 4.984479 7.641261 12.095655 20.704868
2025-09-21 1.605752 2.277849 3.276679 4.933799 7.752030 12.638161 22.494064
2025-09-28 1.473654 2.114011 3.079809 4.710527 7.544387 12.588401 23.114193
2025-10-05 1.414293 2.057081 3.044399 4.748368 7.790994 13.390344 25.597336
2025-10-12 1.368727 2.020070 3.040083 4.842202 8.155797 14.480304 28.954712
2025-10-19 1.328903 1.989367 3.043429 4.949230 8.557299 15.701955 32.889856
2025-10-26 1.284181 1.947491 3.024603 5.014048 8.884372 16.819039 36.843911
2025-11-02 1.236394 1.897291 2.987633 5.041466 9.139428 17.819587 40.752490
2025-11-09 1.161765 1.797976 2.859668 4.888264 9.011478 17.958300 42.420890
2025-11-16 1.106699 1.728503 2.779056 4.817714 9.046090 18.468429 45.238075
2025-11-23 1.062598 1.675237 2.723515 4.790543 9.168877 19.201428 48.891100
2025-11-30 1.046694 1.669548 2.752351 4.930886 9.670296 20.926229 56.057128
2025-12-07 1.008122 1.622020 2.701935 4.907683 9.804054 21.755094 60.628668
2025-12-14 0.968445 1.570492 2.641010 4.857960 9.871479 22.423443 64.873096
2025-12-21 0.908671 1.480342 2.503262 4.638881 9.521707 21.932473 64.898132